Files
MealQuest/internal/recipes/ground_test.go
T
dev_agentandClaude Opus 5.5 871a566800
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Rank stored candidates instead of reusing them first
Ground returned the first search result that was already stored before
fetching or ranking anything, so an unrelated stored recipe could win
over a relevant new one. Ground now ranks every candidate and walks the
ranking best first, reusing a stored recipe only at its ranked place.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-05 15:18:29 -04:00

512 lines
18 KiB
Go

package recipes
import (
"context"
"encoding/json"
"errors"
"fmt"
"os"
"path/filepath"
"sync"
"testing"
"time"
"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/ai/harness"
"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/ai/llm"
"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/ai/skills"
"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/db"
"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/store"
)
// fakeSearch is a SearchSource and SearchProvider answering each query
// from results, and failing a query in errs. With gate set, every Search
// reports its query on started and waits for gate to close.
type fakeSearch struct {
results map[string][]Candidate
errs map[string]error
started chan string
gate chan struct{}
mu sync.Mutex
calls int
active int
maxActive int
}
func (s *fakeSearch) Provider(context.Context) (SearchProvider, error) { return s, nil }
func (s *fakeSearch) Search(_ context.Context, query string, n int) ([]Candidate, error) {
s.mu.Lock()
s.calls++
s.active++
s.maxActive = max(s.maxActive, s.active)
s.mu.Unlock()
defer func() {
s.mu.Lock()
s.active--
s.mu.Unlock()
}()
if s.gate != nil {
s.started <- query
<-s.gate
}
if err := s.errs[query]; err != nil {
return nil, err
}
c := s.results[query]
return c[:min(n, len(c))], nil
}
func (s *fakeSearch) callCount() int {
s.mu.Lock()
defer s.mu.Unlock()
return s.calls
}
func (f *fakeFetcher) fetchCount() int {
f.mu.Lock()
defer f.mu.Unlock()
return len(f.fetched)
}
// groundPage is a recipe page for name with two ingredients, two steps, a
// 40-minute total and the image at https://example.com{imagePath}.
func groundPage(name, imagePath string) []byte {
return page(`<meta property="og:site_name" content="Example Kitchen">`, fmt.Sprintf(`{
"@context": "https://schema.org",
"@type": "Recipe",
"name": %q,
"image": "https://example.com%s",
"recipeIngredient": ["1 onion", "2 cloves garlic, minced"],
"recipeInstructions": ["Chop the onion.", "Fry with the garlic."],
"totalTime": "PT40M",
"recipeYield": "4"
}`, name, imagePath))
}
// normalizedReply is a usable normalize_recipe reply for groundPage.
func normalizedReply() llm.GenerateResult {
js := `{"ingredients":[
{"name":"onion","qty":"1","unit":"","note":""},
{"name":"garlic","qty":"2","unit":"cloves","note":"minced"}
],"method":"stovetop","difficulty":null,"minutes_total":40}`
return llm.GenerateResult{Response: llm.Response{Text: js, JSON: json.RawMessage(js)}}
}
// badReply is a normalize_recipe reply that fails validation.
func badReply() llm.GenerateResult {
js := `{"ingredients":[],"method":"stovetop","difficulty":null,"minutes_total":40}`
return llm.GenerateResult{Response: llm.Response{Text: js, JSON: json.RawMessage(js)}}
}
type groundEnv struct {
g *Grounder
st *store.Store
dataDir string
images *photoServer
pages *fakeFetcher
search *fakeSearch
llm *llm.Fake
}
// newGroundEnv returns a Grounder over pages, images served at
// https://example.com, search and a fake model, normalizing through the
// real harness and normalize_recipe skill.
func newGroundEnv(t *testing.T, pages map[string][]byte, images map[string]photoFile, search *fakeSearch) *groundEnv {
t.Helper()
photos, st, dataDir, imgSrv := newTestPhotoCache(t, images)
model := &llm.Fake{}
guard, err := harness.NewGuard(harness.DefaultMaxCalls)
if err != nil {
t.Fatal(err)
}
cfg := harness.Config{
Settings: llm.Settings{Provider: "anthropic", Model: "claude-test"},
NewProvider: func(llm.Settings, string) (llm.Provider, error) { return model, nil },
Store: st,
Guard: guard,
}
normalize := func(ctx context.Context, scope string, in skills.RecipeText) (skills.NormalizedRecipe, error) {
return skills.NormalizeRecipe(ctx, cfg, scope, in)
}
fetcher := &fakeFetcher{pages: pages}
g, err := NewGrounder(st, search, fetcher, photos, normalize)
if err != nil {
t.Fatal(err)
}
return &groundEnv{g: g, st: st, dataDir: dataDir, images: imgSrv, pages: fetcher, search: search, llm: model}
}
func jpegFile(t *testing.T, w, h int) photoFile {
return photoFile{"image/jpeg", encodeJPEG(t, gradient(w, h))}
}
func countRows(t *testing.T, st *store.Store, table string) int {
t.Helper()
var n int
if err := st.Reader.QueryRowContext(context.Background(), "SELECT count(*) FROM "+table).Scan(&n); err != nil {
t.Fatal(err)
}
return n
}
func TestGroundHappyPath(t *testing.T) {
t.Parallel()
search := &fakeSearch{results: map[string][]Candidate{
"chicken curry": {
{URL: "https://a.example/missing"},
{URL: "https://b.example/curry"},
},
}}
env := newGroundEnv(t,
map[string][]byte{"https://b.example/curry": groundPage("Chicken Curry", "/img/curry.jpg")},
map[string]photoFile{"/img/curry.jpg": jpegFile(t, 800, 600)},
search)
env.llm.QueueGenerate(normalizedReply())
gr, err := env.g.Ground(t.Context(), "Chicken Curry", "chicken curry")
if err != nil {
t.Fatalf("Ground: %v", err)
}
if gr.RecipeID == "" || gr.PhotoID == "" {
t.Fatalf("Grounded = %+v, want recipe and photo ids", gr)
}
want := Grounded{
RecipeID: gr.RecipeID, PhotoID: gr.PhotoID, Method: "stovetop", MinutesTotal: gr.MinutesTotal,
Difficulty: "easy", SourceURL: "https://b.example/curry", SiteName: "Example Kitchen",
}
if gr != want || gr.MinutesTotal == nil || *gr.MinutesTotal != 40 {
t.Errorf("Grounded = %+v (minutes %v), want %+v with 40 minutes", gr, gr.MinutesTotal, want)
}
q := db.New(env.st.Reader)
rec, err := q.GetRecipe(t.Context(), gr.RecipeID)
if err != nil {
t.Fatal(err)
}
if rec.Title != "Chicken Curry" || rec.PhotoID.String != gr.PhotoID || rec.Method.String != "stovetop" ||
rec.Difficulty.String != "easy" || rec.MinutesTotal.Int64 != 40 || rec.TotalMinutes.Int64 != 40 || rec.Yield.String != "4" {
t.Errorf("recipe row = %+v", rec)
}
ings, err := q.ListRecipeIngredients(t.Context(), gr.RecipeID)
if err != nil {
t.Fatal(err)
}
if len(ings) != 2 || ings[1].RawText != "2 cloves garlic, minced" || ings[1].Name.String != "garlic" ||
ings[1].Qty.String != "2" || ings[1].Unit.String != "cloves" || ings[1].Note.String != "minced" || ings[0].Unit.Valid {
t.Errorf("ingredients = %+v", ings)
}
steps, err := q.ListRecipeSteps(t.Context(), gr.RecipeID)
if err != nil {
t.Fatal(err)
}
if len(steps) != 2 || steps[0].Text != "Chop the onion." || steps[1].Position != 1 {
t.Errorf("steps = %+v", steps)
}
photo, err := q.GetPhoto(t.Context(), gr.PhotoID)
if err != nil {
t.Fatal(err)
}
if photo.SourceUrl != "https://example.com/img/curry.jpg" {
t.Errorf("photo row = %+v", photo)
}
if _, err := os.Stat(filepath.Join(env.dataDir, filepath.FromSlash(photo.LocalPath))); err != nil {
t.Errorf("photo file: %v", err)
}
}
func TestGroundUngroundable(t *testing.T) {
t.Parallel()
search := &fakeSearch{results: map[string][]Candidate{
"mystery stew": {
{URL: "https://a.example/missing"},
{URL: "https://b.example/no-recipe"},
{URL: "https://c.example/tiny-photo"},
},
}}
env := newGroundEnv(t,
map[string][]byte{
"https://b.example/no-recipe": page(""),
"https://c.example/tiny-photo": groundPage("Mystery Stew", "/img/tiny.jpg"),
},
map[string]photoFile{"/img/tiny.jpg": jpegFile(t, 200, 200)},
search)
_, err := env.g.Ground(t.Context(), "Mystery Stew", "mystery stew")
var ungroundable *ErrUngroundable
if !errors.As(err, &ungroundable) {
t.Fatalf("Ground error = %v, want *ErrUngroundable", err)
}
if ungroundable.Target != "Mystery Stew" {
t.Errorf("Target = %q", ungroundable.Target)
}
for _, reason := range []error{ErrCandidatesUnranked, ErrNoRecipe, ErrPhotoTooSmall} {
if !errors.Is(err, reason) {
t.Errorf("error %v does not report %v", err, reason)
}
}
if n := len(env.llm.Requests()); n != 0 {
t.Errorf("%d model calls, want none before a photo is cached", n)
}
for _, table := range []string{"recipes", "recipe_ingredients", "photos"} {
if n := countRows(t, env.st, table); n != 0 {
t.Errorf("%d %s rows for an ungroundable dish", n, table)
}
}
if names := photoFiles(t, env.dataDir); len(names) != 0 {
t.Errorf("photo files stored for an ungroundable dish: %v", names)
}
_, err = env.g.Ground(t.Context(), "Nothing At All", "nothing at all")
if !errors.As(err, &ungroundable) || !errors.Is(err, ErrNoCandidates) {
t.Errorf("Ground with no search results error = %v, want *ErrUngroundable with ErrNoCandidates", err)
}
}
func TestGroundTriesNextCandidateAfterBadOutput(t *testing.T) {
t.Parallel()
search := &fakeSearch{results: map[string][]Candidate{
"curry": {{URL: "https://a.example/curry"}, {URL: "https://b.example/curry"}},
}}
env := newGroundEnv(t,
map[string][]byte{
"https://a.example/curry": groundPage("Curry", "/img/a.jpg"),
"https://b.example/curry": groundPage("Curry", "/img/b.jpg"),
},
map[string]photoFile{"/img/a.jpg": jpegFile(t, 640, 480), "/img/b.jpg": jpegFile(t, 480, 640)},
search)
// The first candidate's reply and repair are unusable; the second's is
// fine.
env.llm.QueueGenerate(badReply(), badReply(), normalizedReply())
gr, err := env.g.Ground(t.Context(), "Curry", "curry")
if err != nil {
t.Fatalf("Ground: %v", err)
}
if gr.SourceURL != "https://b.example/curry" {
t.Errorf("grounded in %s, want the second candidate", gr.SourceURL)
}
if n := countRows(t, env.st, "photos"); n != 1 {
t.Errorf("%d photos rows, want only the grounded recipe's", n)
}
}
func TestGroundSearchFailureIsNotUngroundable(t *testing.T) {
t.Parallel()
env := newGroundEnv(t, nil, nil, &fakeSearch{errs: map[string]error{"curry": ErrSearchRateLimited}})
_, err := env.g.Ground(t.Context(), "Curry", "curry")
var ungroundable *ErrUngroundable
if !errors.Is(err, ErrSearchRateLimited) || errors.As(err, &ungroundable) {
t.Errorf("Ground error = %v, want ErrSearchRateLimited and not *ErrUngroundable", err)
}
}
func TestGroundReusesStoredRecipe(t *testing.T) {
t.Parallel()
search := &fakeSearch{results: map[string][]Candidate{
"curry": {{URL: "https://b.example/curry"}},
"chicken curry": {{URL: "https://a.example/other"}, {URL: "https://b.example/curry"}},
}}
env := newGroundEnv(t,
map[string][]byte{"https://b.example/curry": groundPage("Curry", "/img/curry.jpg")},
map[string]photoFile{"/img/curry.jpg": jpegFile(t, 640, 480)},
search)
env.llm.QueueGenerate(normalizedReply())
first, err := env.g.Ground(t.Context(), "Curry", "curry")
if err != nil {
t.Fatalf("first Ground: %v", err)
}
pages, images, calls := env.pages.fetchCount(), env.images.requests.Load(), len(env.llm.Requests())
// The model has no reply left: a second normalization would fail.
again, err := env.g.Ground(t.Context(), "Chicken Curry", "chicken curry")
if err != nil {
t.Fatalf("second Ground: %v", err)
}
if again.RecipeID != first.RecipeID || again.PhotoID != first.PhotoID || again.Method != first.Method ||
again.Difficulty != first.Difficulty || *again.MinutesTotal != *first.MinutesTotal || again.SiteName != first.SiteName {
t.Errorf("reused grounding = %+v, want %+v", again, first)
}
if env.images.requests.Load() != images || len(env.llm.Requests()) != calls {
t.Errorf("reuse fetched images %d→%d, model calls %d→%d; want none",
images, env.images.requests.Load(), calls, len(env.llm.Requests()))
}
// Ranking fetches both candidates' pages; only the stored one ranks.
if n := env.pages.fetchCount() - pages; n != 2 {
t.Errorf("reuse fetched %d pages, want the 2 candidates ranked", n)
}
pages = env.pages.fetchCount()
byURL, err := env.g.GroundURL(t.Context(), "https://b.example/curry")
if err != nil || byURL.RecipeID != first.RecipeID {
t.Errorf("GroundURL of the stored page = %+v, %v; want the stored recipe", byURL, err)
}
if env.pages.fetchCount() != pages {
t.Error("GroundURL refetched a stored page")
}
if n := countRows(t, env.st, "recipes"); n != 1 {
t.Errorf("%d recipes rows, want 1", n)
}
}
func TestGroundStoredRecipeDoesNotOutrankRelevantOne(t *testing.T) {
t.Parallel()
search := &fakeSearch{results: map[string][]Candidate{
"brownies": {{URL: "https://b.example/brownies"}},
"chicken curry": {{URL: "https://a.example/curry"}, {URL: "https://b.example/brownies"}},
}}
env := newGroundEnv(t,
map[string][]byte{
"https://a.example/curry": groundPage("Chicken Curry", "/img/curry.jpg"),
"https://b.example/brownies": groundPage("Fudgy Brownies", "/img/brownies.jpg"),
},
map[string]photoFile{
"/img/curry.jpg": jpegFile(t, 640, 480),
"/img/brownies.jpg": jpegFile(t, 640, 480),
},
search)
env.llm.QueueGenerate(normalizedReply(), normalizedReply())
brownies, err := env.g.Ground(t.Context(), "Brownies", "brownies")
if err != nil {
t.Fatalf("Ground brownies: %v", err)
}
// Search lists the relevant new recipe first and the unrelated stored
// one second: the relevant one is grounded.
curry, err := env.g.Ground(t.Context(), "Chicken Curry", "chicken curry")
if err != nil {
t.Fatalf("Ground chicken curry: %v", err)
}
if curry.SourceURL != "https://a.example/curry" || curry.RecipeID == brownies.RecipeID {
t.Errorf("grounded Chicken Curry in %s (recipe %s), want https://a.example/curry, not the stored brownies %s",
curry.SourceURL, curry.RecipeID, brownies.RecipeID)
}
if n := countRows(t, env.st, "recipes"); n != 2 {
t.Errorf("%d recipes rows, want 2", n)
}
}
func TestGroundURL(t *testing.T) {
t.Parallel()
env := newGroundEnv(t,
map[string][]byte{
"https://b.example/pasted": groundPage("Grandma's Slow Cooker Chili", "/img/chili.jpg"),
"https://b.example/no-image": recipePage("Chili", true, false, true, true),
"https://b.example/no-time": page("", `{"@type":"Recipe","name":"Chili","image":"https://example.com/img/chili.jpg",
"recipeIngredient":["1 onion"],"totalTime":"PT0M"}`),
},
map[string]photoFile{"/img/chili.jpg": jpegFile(t, 640, 480)},
&fakeSearch{})
env.llm.QueueGenerate(normalizedReply())
gr, err := env.g.GroundURL(t.Context(), "https://b.example/pasted")
if err != nil {
t.Fatalf("GroundURL: %v", err)
}
if gr.SourceURL != "https://b.example/pasted" || gr.Method != "crockpot" || gr.PhotoID == "" {
t.Errorf("Grounded = %+v, want the pasted URL, crockpot from the title", gr)
}
if env.search.callCount() != 0 {
t.Error("GroundURL searched")
}
for rawURL, reason := range map[string]error{
"https://b.example/no-image": ErrNoImage,
"https://b.example/no-time": ErrTotalTimeNotPositive,
"https://b.example/missing": nil,
} {
_, err := env.g.GroundURL(t.Context(), rawURL)
var ungroundable *ErrUngroundable
if !errors.As(err, &ungroundable) || ungroundable.Target != rawURL {
t.Errorf("GroundURL(%s) error = %v, want *ErrUngroundable", rawURL, err)
}
var status *StatusError
if reason != nil && !errors.Is(err, reason) || reason == nil && !errors.As(err, &status) {
t.Errorf("GroundURL(%s) error = %v, want reason %v", rawURL, err, reason)
}
}
}
func TestGroundManyIsolatesFailures(t *testing.T) {
t.Parallel()
search := &fakeSearch{
results: map[string][]Candidate{
"curry": {{URL: "https://a.example/curry"}},
"nothing": {{URL: "https://a.example/missing"}},
"chili": {{URL: "https://b.example/chili"}},
},
errs: map[string]error{"broken": ErrSearchRefused},
}
env := newGroundEnv(t,
map[string][]byte{
"https://a.example/curry": groundPage("Curry", "/img/curry.jpg"),
"https://b.example/chili": groundPage("Chili", "/img/chili.jpg"),
},
map[string]photoFile{"/img/curry.jpg": jpegFile(t, 640, 480), "/img/chili.jpg": jpegFile(t, 480, 640)},
search)
env.llm.QueueGenerate(normalizedReply(), normalizedReply())
results := env.g.GroundMany(t.Context(), []GroundRequest{
{DishName: "Curry", Query: "curry"},
{DishName: "Nothing", Query: "nothing"},
{DishName: "Broken", Query: "broken"},
{DishName: "Chili", Query: "chili"},
})
if len(results) != 4 {
t.Fatalf("%d results, want 4", len(results))
}
if results[0].Err != nil || results[0].Grounded.SourceURL != "https://a.example/curry" {
t.Errorf("curry = %+v", results[0])
}
var ungroundable *ErrUngroundable
if !errors.As(results[1].Err, &ungroundable) {
t.Errorf("nothing error = %v, want *ErrUngroundable", results[1].Err)
}
if !errors.Is(results[2].Err, ErrSearchRefused) {
t.Errorf("broken error = %v, want ErrSearchRefused", results[2].Err)
}
if results[3].Err != nil || results[3].Grounded.SourceURL != "https://b.example/chili" {
t.Errorf("chili = %+v", results[3])
}
if n := countRows(t, env.st, "recipes"); n != 2 {
t.Errorf("%d recipes rows, want 2", n)
}
}
func TestGroundManyLimitsConcurrency(t *testing.T) {
t.Parallel()
search := &fakeSearch{started: make(chan string, 5), gate: make(chan struct{})}
env := newGroundEnv(t, nil, nil, search)
reqs := make([]GroundRequest, 5)
for i := range reqs {
reqs[i] = GroundRequest{DishName: fmt.Sprintf("Dish %d", i), Query: fmt.Sprintf("dish %d", i)}
}
done := make(chan []GroundResult)
go func() { done <- env.g.GroundMany(t.Context(), reqs) }()
for range GroundConcurrency {
select {
case <-search.started:
case <-time.After(5 * time.Second):
t.Fatal("fewer than GroundConcurrency items started")
}
}
select {
case q := <-search.started:
t.Fatalf("%s started while %d were in flight", q, GroundConcurrency)
case <-time.After(100 * time.Millisecond):
}
close(search.gate)
results := <-done
for i, r := range results {
if !errors.Is(r.Err, ErrNoCandidates) {
t.Errorf("item %d error = %v, want ErrNoCandidates", i, r.Err)
}
}
if search.maxActive != GroundConcurrency || search.callCount() != 5 {
t.Errorf("max in flight %d of %d calls, want %d of 5", search.maxActive, search.callCount(), GroundConcurrency)
}
}